RIntelligence
BProof grade
6Metrics retained
1Evidence records
BIKVendor

Reported outcomes

3000 queries per week (minimum)Queries automatedPer week · BIK / Manifest AIBaseline: Automation volume, not before/after outcome. · Formula: 3,000+ normalized as a minimum of 3,000 per week.
100 human hours per week (minimum estimate)Estimated manual effort displacedPer week · BIK / Manifest AIBaseline: Counterfactual manual handling · Formula: Case says the automated queries otherwise would have consumed at least 100 hours; treated as an estimate, not observed saving.
80 %Repeated customer queries answered by automationQuery cohort and dates are not disclosed. · BIK / Manifest AIBaseline: No previous automation rate is disclosed. · Formula: Repeated-query definition and denominator are not disclosed.
97 %Email delivery rateCampaign set and dates are not disclosed. · BIK / Manifest AIBaseline: No prior rate is disclosed. · Formula: Attempted-message denominator is not disclosed.
70 %Email open rateCampaign set and dates are not disclosed. · BIK / Manifest AIBaseline: No prior rate is disclosed. · Formula: Delivered-message denominator and privacy effects are not disclosed.
30 %Instagram share of social-channel revenueMeasurement window is not disclosed. · BIK / Manifest AIBaseline: Channel share, not before/after outcome. · Formula: Included social channels, attribution and denominator are not disclosed.

Context and boundaries

Workflowcustomer_support_and_service–marketing_engagement_and_campaigns–personalization_and_recommendations–workflow_automation_and_ai_agentsInstagram DM/comment automation, product purchase, email retargeting and multichannel support.
Implementation?The article is dated 2024-06-09; only query and labor estimates use a weekly window.
CaveatsThe 100+ hours is a vendor counterfactual estimate, not measured labor savings.vendor_owned

Source trail

  1. Fire-Boltt case study

    Fire-Boltt integrated Instagram and Shopify for DM product browsing/purchase, comment automation, email retargeting and a multichannel inbox. BIK reports 3,000+ automated queries per week, 80% repeated-query automation, 97% email delivery, 70% opens and 30% of social-channel revenue from Instagram; 100+ weekly human hours is a counterfactual estimate.

    company · accessed 2026-07-13
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